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Published at October 21

On conditional diffusion models for PDE simulations

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Released Date: October 21, 2024

Authors: Aliaksandra Shysheya¹, Cristiana Diaconu¹, Federico Bergamin², Paris Perdikaris³, José Miguel Hernández-Lobato¹, Richard E. Turner⁴, Emile Mathieu¹

Aff.: ¹University of Cambridge; ²Technical University of Denmark; ³Microsoft Research AI4Science; ⁴University of Cambridge / Microsoft Research AI4Science / The Alan Turing Institute

Arxiv: https://arxiv.org/abs/2410.16415v1

data	Joint AR	Joint AAO (0)	Joint AAO (1)	Universal amortised
KS	$11.6\pm 0.6$	$25.3\pm 0.1$	$26.3\pm 0.1$	$7.7\pm 0.6$
Kolmogorov	$7.8\pm 0.5$	$27.4\pm 0.2$	$30.1\pm 0.2$	$4.9\pm 0.4$